Overview

Dataset statistics

Number of variables16
Number of observations787
Missing cells1159
Missing cells (%)9.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory98.5 KiB
Average record size in memory128.2 B

Variable types

NUM12
CAT4

Warnings

City has a high cardinality: 772 distinct values High cardinality
Popuation [2001] is highly correlated with Population [2011] and 1 other fieldsHigh correlation
Population [2011] is highly correlated with Popuation [2001] and 1 other fieldsHigh correlation
Female Population is highly correlated with Population [2011] and 1 other fieldsHigh correlation
Population [2011] has 48 (6.1%) missing values Missing
Popuation [2001] has 492 (62.5%) missing values Missing
Sex Ratio has 10 (1.3%) missing values Missing
Median Age has 18 (2.3%) missing values Missing
Avg Temp has 17 (2.2%) missing values Missing
Toilets Avl has 26 (3.3%) missing values Missing
Water Purity has 158 (20.1%) missing values Missing
H Index has 140 (17.8%) missing values Missing
Female Population has 141 (17.9%) missing values Missing
# of hospitals has 15 (1.9%) missing values Missing
Foreign Visitors has 90 (11.4%) missing values Missing
City is uniformly distributed Uniform

Reproduction

Analysis started2020-09-14 22:16:00.660223
Analysis finished2020-09-14 22:16:27.859817
Duration27.2 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

City
Categorical

HIGH CARDINALITY
UNIFORM

Distinct772
Distinct (%)98.1%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
Aurangabad
 
3
Ramnagar
 
3
Kavali
 
2
Chennai
 
2
Thrissur
 
2
Other values (767)
775 
ValueCountFrequency (%) 
Aurangabad30.4%
 
Ramnagar30.4%
 
Kavali20.3%
 
Chennai20.3%
 
Thrissur20.3%
 
Jorhat20.3%
 
Indore20.3%
 
Tiruppur20.3%
 
Phagwara20.3%
 
Tinsukia20.3%
 
Other values (762)76597.2%
 
Frequencies of value counts

Unique

Unique759 ?
Unique (%)96.4%
Histogram of lengths of the category

Length

Max length28
Median length8
Mean length8.363405337
Min length3

State
Categorical

Distinct33
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
Andhra Pradesh
78 
Maharashtra
73 
Uttar Pradesh
67 
Tamil Nadu
63 
Bihar
51 
Other values (28)
455 
ValueCountFrequency (%) 
Andhra Pradesh789.9%
 
Maharashtra739.3%
 
Uttar Pradesh678.5%
 
Tamil Nadu638.0%
 
Bihar516.5%
 
Karnataka445.6%
 
Madhya Pradesh435.5%
 
West Bengal425.3%
 
Gujarat415.2%
 
Kerala395.0%
 
Other values (23)24631.3%
 
Frequencies of value counts

Unique

Unique6 ?
Unique (%)0.8%
Histogram of lengths of the category

Length

Max length27
Median length10
Mean length9.673443456
Min length3

Type
Categorical

Distinct37
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size6.1 KiB
C-1T
269 
M
236 
M.Cl
59 
MPUA
44 
M.B
28 
Other values (32)
151 
ValueCountFrequency (%) 
C-1T26934.2%
 
M23630.0%
 
M.Cl597.5%
 
MPUA445.6%
 
M.B283.6%
 
UA283.6%
 
N.P.P131.7%
 
T.M.C131.7%
 
N.P101.3%
 
C.T91.1%
 
Other values (27)789.9%
 
Frequencies of value counts

Unique

Unique7 ?
Unique (%)0.9%
Histogram of lengths of the category

Length

Max length14
Median length4
Mean length3.015247776
Min length1

Population [2011]
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct730
Distinct (%)98.8%
Missing48
Missing (%)6.1%
Infinite0
Infinite (%)0.0%
Mean310283.4168
Minimum36776
Maximum12442373
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum36776
5-th percentile38989.8
Q152550
median79106
Q3237476.5
95-th percentile1121730.6
Maximum12442373
Range12405597
Interquartile range (IQR)184926.5

Descriptive statistics

Standard deviation887484.8744
Coefficient of variation (CV)2.860239466
Kurtosis92.3470521
Mean310283.4168
Median Absolute Deviation (MAD)36108
Skewness8.579129273
Sum229299445
Variance7.876294023e+11
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
7077720.3%
 
4998520.3%
 
3855420.3%
 
6163220.3%
 
20616720.3%
 
4246120.3%
 
4585820.3%
 
6523220.3%
 
3780220.3%
 
4431410.1%
 
Other values (720)72091.5%
 
(Missing)486.1%
 
ValueCountFrequency (%) 
3677610.1%
 
3680510.1%
 
3682810.1%
 
3694710.1%
 
3695410.1%
 
ValueCountFrequency (%) 
1244237310.1%
 
1100783510.1%
 
843667510.1%
 
680997010.1%
 
557058510.1%
 

Popuation [2001]
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct292
Distinct (%)99.0%
Missing492
Missing (%)62.5%
Infinite0
Infinite (%)0.0%
Mean532045.1322
Minimum29354
Maximum11978450
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum29354
5-th percentile99573
Q1169432
median236600
Q3474585
95-th percentile1410133.1
Maximum11978450
Range11949096
Interquartile range (IQR)305153

Descriptive statistics

Standard deviation1067831.381
Coefficient of variation (CV)2.007031577
Kurtosis65.66343066
Mean532045.1322
Median Absolute Deviation (MAD)97282
Skewness7.26489863
Sum156953314
Variance1.140263858e+12
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
27181120.3%
 
29666220.3%
 
22817520.3%
 
26090610.1%
 
26912210.1%
 
16521210.1%
 
31096710.1%
 
23151510.1%
 
16612510.1%
 
42667410.1%
 
Other values (282)28235.8%
 
(Missing)49262.5%
 
ValueCountFrequency (%) 
2935410.1%
 
7345510.1%
 
7919010.1%
 
7939310.1%
 
8150310.1%
 
ValueCountFrequency (%) 
1197845010.1%
 
987917210.1%
 
457287610.1%
 
434364510.1%
 
430132610.1%
 

Sex Ratio
Real number (ℝ≥0)

MISSING

Distinct160
Distinct (%)20.6%
Missing10
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean905.7129987
Minimum818
Maximum1042
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum818
5-th percentile846
Q1877
median906
Q3928
95-th percentile968
Maximum1042
Range224
Interquartile range (IQR)51

Descriptive statistics

Standard deviation37.01854158
Coefficient of variation (CV)0.04087226488
Kurtosis-0.08383561613
Mean905.7129987
Median Absolute Deviation (MAD)25
Skewness0.2218225024
Sum703739
Variance1370.372421
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
923192.4%
 
871151.9%
 
922141.8%
 
872141.8%
 
929111.4%
 
916111.4%
 
882111.4%
 
890111.4%
 
917101.3%
 
869101.3%
 
Other values (150)65182.7%
 
ValueCountFrequency (%) 
81810.1%
 
82010.1%
 
82110.1%
 
82210.1%
 
82310.1%
 
ValueCountFrequency (%) 
104210.1%
 
103610.1%
 
103110.1%
 
102310.1%
 
101910.1%
 

Median Age
Real number (ℝ≥0)

MISSING

Distinct10
Distinct (%)1.3%
Missing18
Missing (%)2.3%
Infinite0
Infinite (%)0.0%
Mean26.18335501
Minimum23
Maximum32
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum23
5-th percentile23
Q124
median26
Q328
95-th percentile29
Maximum32
Range9
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.113062962
Coefficient of variation (CV)0.08070252884
Kurtosis-1.015686277
Mean26.18335501
Median Absolute Deviation (MAD)2
Skewness0.1090339961
Sum20135
Variance4.465035083
MonotocityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2811714.9%
 
2511614.7%
 
2410813.7%
 
2910813.7%
 
2610112.8%
 
279812.5%
 
239712.3%
 
30141.8%
 
3181.0%
 
3220.3%
 
(Missing)182.3%
 
ValueCountFrequency (%) 
239712.3%
 
2410813.7%
 
2511614.7%
 
2610112.8%
 
279812.5%
 
ValueCountFrequency (%) 
3220.3%
 
3181.0%
 
30141.8%
 
2910813.7%
 
2811714.9%
 

Avg Temp
Real number (ℝ≥0)

MISSING

Distinct26
Distinct (%)3.4%
Missing17
Missing (%)2.2%
Infinite0
Infinite (%)0.0%
Mean30.94155844
Minimum5
Maximum40
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum5
5-th percentile13.9
Q128
median31
Q336
95-th percentile40
Maximum40
Range35
Interquartile range (IQR)8

Descriptive statistics

Standard deviation6.968288763
Coefficient of variation (CV)0.2252080733
Kurtosis3.116849321
Mean30.94155844
Median Absolute Deviation (MAD)4
Skewness-1.489797407
Sum23825
Variance48.55704828
MonotocityNot monotonic
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%) 
30577.2%
 
37536.7%
 
26536.7%
 
29506.4%
 
33496.2%
 
40476.0%
 
28476.0%
 
25476.0%
 
38455.7%
 
35455.7%
 
Other values (16)27735.2%
 
ValueCountFrequency (%) 
550.6%
 
640.5%
 
720.3%
 
870.9%
 
940.5%
 
ValueCountFrequency (%) 
40476.0%
 
39354.4%
 
38455.7%
 
37536.7%
 
36303.8%
 

SWM
Categorical

Distinct3
Distinct (%)0.4%
Missing4
Missing (%)0.5%
Memory size6.1 KiB
HIGH
272 
LOW
260 
MEDIUM
251 
ValueCountFrequency (%) 
HIGH27234.6%
 
LOW26033.0%
 
MEDIUM25131.9%
 
(Missing)40.5%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length6
Median length4
Mean length4.302414231
Min length3

Toilets Avl
Real number (ℝ≥0)

MISSING

Distinct107
Distinct (%)14.1%
Missing26
Missing (%)3.3%
Infinite0
Infinite (%)0.0%
Mean96.08672799
Minimum50
Maximum227
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum50
5-th percentile54
Q170
median92
Q3119
95-th percentile146
Maximum227
Range177
Interquartile range (IQR)49

Descriptive statistics

Standard deviation30.5329907
Coefficient of variation (CV)0.3177649124
Kurtosis0.4551361719
Mean96.08672799
Median Absolute Deviation (MAD)24
Skewness0.6519525763
Sum73122
Variance932.263521
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
65151.9%
 
90151.9%
 
66151.9%
 
100141.8%
 
91141.8%
 
61141.8%
 
70131.7%
 
99131.7%
 
92121.5%
 
57121.5%
 
Other values (97)62479.3%
 
(Missing)263.3%
 
ValueCountFrequency (%) 
5060.8%
 
5160.8%
 
5291.1%
 
53101.3%
 
54101.3%
 
ValueCountFrequency (%) 
22710.1%
 
21910.1%
 
21710.1%
 
21510.1%
 
21210.1%
 

Water Purity
Real number (ℝ≥0)

MISSING

Distinct101
Distinct (%)16.1%
Missing158
Missing (%)20.1%
Infinite0
Infinite (%)0.0%
Mean150.3736089
Minimum100
Maximum200
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum100
5-th percentile105
Q1125
median150
Q3176
95-th percentile195
Maximum200
Range100
Interquartile range (IQR)51

Descriptive statistics

Standard deviation29.06376698
Coefficient of variation (CV)0.1932770463
Kurtosis-1.244995104
Mean150.3736089
Median Absolute Deviation (MAD)25
Skewness-0.01605517129
Sum94585
Variance844.7025508
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
134121.5%
 
129121.5%
 
172111.4%
 
116111.4%
 
105111.4%
 
115111.4%
 
125101.3%
 
173101.3%
 
17691.1%
 
18691.1%
 
Other values (91)52366.5%
 
(Missing)15820.1%
 
ValueCountFrequency (%) 
10030.4%
 
10150.6%
 
10281.0%
 
10330.4%
 
10430.4%
 
ValueCountFrequency (%) 
20050.6%
 
19981.0%
 
19860.8%
 
19791.1%
 
19610.1%
 

H Index
Real number (ℝ≥0)

MISSING

Distinct647
Distinct (%)100.0%
Missing140
Missing (%)17.8%
Infinite0
Infinite (%)0.0%
Mean0.4970691911
Minimum0.003074343642
Maximum0.9997737155
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum0.003074343642
5-th percentile0.04402641715
Q10.2385864179
median0.5070035548
Q30.7525169391
95-th percentile0.9474487944
Maximum0.9997737155
Range0.9966993718
Interquartile range (IQR)0.5139305211

Descriptive statistics

Standard deviation0.2934213852
Coefficient of variation (CV)0.5903029003
Kurtosis-1.262279578
Mean0.4970691911
Median Absolute Deviation (MAD)0.2518362572
Skewness-0.001863978178
Sum321.6037667
Variance0.08609610929
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.00875566498610.1%
 
0.0404473483310.1%
 
0.4389866510.1%
 
0.0945794144810.1%
 
0.262276927710.1%
 
0.762112330310.1%
 
0.175012139410.1%
 
0.65081814110.1%
 
0.679264464710.1%
 
0.907662014710.1%
 
Other values (637)63780.9%
 
(Missing)14017.8%
 
ValueCountFrequency (%) 
0.00307434364210.1%
 
0.00492150215310.1%
 
0.00516842371510.1%
 
0.00641219540710.1%
 
0.00875566498610.1%
 
ValueCountFrequency (%) 
0.999773715510.1%
 
0.99918552810.1%
 
0.999139200410.1%
 
0.999111407310.1%
 
0.998756995210.1%
 

Female Population
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct645
Distinct (%)99.8%
Missing141
Missing (%)17.9%
Infinite0
Infinite (%)0.0%
Mean291001.1393
Minimum30913
Maximum10924403
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum30913
5-th percentile35146.75
Q145144.5
median83067.5
Q3220677.25
95-th percentile978485.25
Maximum10924403
Range10893490
Interquartile range (IQR)175532.75

Descriptive statistics

Standard deviation835434.7538
Coefficient of variation (CV)2.870898567
Kurtosis80.30715994
Mean291001.1393
Median Absolute Deviation (MAD)45648
Skewness8.09154773
Sum187986736
Variance6.979512278e+11
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3513920.3%
 
5506110.1%
 
39287110.1%
 
21870710.1%
 
97108310.1%
 
48298110.1%
 
3802510.1%
 
4605810.1%
 
20483710.1%
 
10834610.1%
 
Other values (635)63580.7%
 
(Missing)14117.9%
 
ValueCountFrequency (%) 
3091310.1%
 
3126310.1%
 
3227710.1%
 
3269410.1%
 
3297310.1%
 
ValueCountFrequency (%) 
1092440310.1%
 
944472210.1%
 
789672810.1%
 
633327210.1%
 
474613810.1%
 

# of hospitals
Real number (ℝ≥0)

MISSING

Distinct76
Distinct (%)9.8%
Missing15
Missing (%)1.9%
Infinite0
Infinite (%)0.0%
Mean41.84974093
Minimum10
Maximum159
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum10
5-th percentile11
Q118
median28
Q367
95-th percentile94
Maximum159
Range149
Interquartile range (IQR)49

Descriptive statistics

Standard deviation29.08693909
Coefficient of variation (CV)0.6950327158
Kurtosis-0.6315321958
Mean41.84974093
Median Absolute Deviation (MAD)15.5
Skewness0.7387807669
Sum32308
Variance846.0500259
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
26344.3%
 
10313.9%
 
13283.6%
 
29273.4%
 
30273.4%
 
11243.0%
 
20232.9%
 
28232.9%
 
22222.8%
 
15222.8%
 
Other values (66)51164.9%
 
ValueCountFrequency (%) 
10313.9%
 
11243.0%
 
12212.7%
 
13283.6%
 
14192.4%
 
ValueCountFrequency (%) 
15910.1%
 
14810.1%
 
12310.1%
 
11010.1%
 
10030.4%
 

Foreign Visitors
Real number (ℝ≥0)

MISSING

Distinct32
Distinct (%)4.6%
Missing90
Missing (%)11.4%
Infinite0
Infinite (%)0.0%
Mean1457944.993
Minimum798
Maximum4684707
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum798
5-th percentile24720
Q1237854
median636502
Q33104060
95-th percentile4684707
Maximum4684707
Range4683909
Interquartile range (IQR)2866206

Descriptive statistics

Standard deviation1664151.074
Coefficient of variation (CV)1.141436119
Kurtosis-0.5868366511
Mean1457944.993
Median Absolute Deviation (MAD)510424
Skewness1.027530692
Sum1016187660
Variance2.769398798e+12
MonotocityNot monotonic
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%) 
237854729.1%
 
4408916688.6%
 
4684707597.5%
 
3104060567.1%
 
923737465.8%
 
636502415.2%
 
977479395.0%
 
284973364.6%
 
421365344.3%
 
126078324.1%
 
Other values (22)21427.2%
 
(Missing)9011.4%
 
ValueCountFrequency (%) 
79820.3%
 
276920.3%
 
326010.1%
 
6394101.3%
 
802710.1%
 
ValueCountFrequency (%) 
4684707597.5%
 
4408916688.6%
 
3104060567.1%
 
237916920.3%
 
1489500313.9%
 

Covid Cases
Real number (ℝ≥0)

Distinct642
Distinct (%)81.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6615.64676
Minimum334
Maximum218502
Zeros0
Zeros (%)0.0%
Memory size6.1 KiB

Quantile statistics

Minimum334
5-th percentile1939.1
Q12270
median2582
Q38761
95-th percentile13926
Maximum218502
Range218168
Interquartile range (IQR)6491

Descriptive statistics

Standard deviation15108.10276
Coefficient of variation (CV)2.283692481
Kurtosis99.52218115
Mean6615.64676
Median Absolute Deviation (MAD)486
Skewness9.241026721
Sum5206514
Variance228254769
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
252360.8%
 
220850.6%
 
249050.6%
 
222040.5%
 
221340.5%
 
257640.5%
 
226530.4%
 
243030.4%
 
208130.4%
 
232330.4%
 
Other values (632)74794.9%
 
ValueCountFrequency (%) 
33410.1%
 
35810.1%
 
42810.1%
 
43810.1%
 
44910.1%
 
ValueCountFrequency (%) 
21850210.1%
 
16311510.1%
 
15079310.1%
 
14560620.3%
 
14100010.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

CityStateTypePopulation [2011]Popuation [2001]Sex RatioMedian AgeAvg TempSWMToilets AvlWater PurityH IndexFemale Population# of hospitalsForeign VisitorsCovid Cases
0MumbaiMaharashtraM.C12442373.011978450.0878.023.032.0MEDIUM219.0150.00.70044010924403.0159.04408916.0163115
1DelhiDelhiM.C11007835.09879172.0858.027.030.0MEDIUM215.0196.00.9200189444722.0148.02379169.080188
2BangaloreKarnatakaMPUA8436675.04301326.0936.028.037.0HIGH212.0102.00.0970857896728.0123.0636502.0141000
3HyderabadTelanganaMPUA6809970.03637483.0930.023.031.0MEDIUM217.0118.00.8277446333272.0110.0126078.055123
4AhmedabadGujaratMPUA5570585.03520085.0852.029.025.0LOW227.0109.00.8479414746138.073.0284973.033204
5ChennaiTamil NaduMPUA4681087.04343645.0904.026.031.0HIGH210.0179.00.5369954231703.067.04684707.0145606
6ChennaiTamil naduT4646732.0NaN912.026.030.0MEDIUM145.0177.00.0934514237820.055.04684707.0145606
7KolkataWest BengalMPUA4486679.04572876.0945.026.037.0NaNNaNNaN0.4735854239912.082.01489500.044957
8SuratGujaratMPUA4467797.02433835.0NaN27.026.0NaNNaNNaN0.8093343797627.098.0284973.023432
9PuneMaharashtraMPUA3124458.02538473.0NaN29.029.0NaNNaNNaN0.4459022743274.050.04408916.0218502

Last rows

CityStateTypePopulation [2011]Popuation [2001]Sex RatioMedian AgeAvg TempSWMToilets AvlWater PurityH IndexFemale Population# of hospitalsForeign VisitorsCovid Cases
777ShahbadHaryanaM.C37289.0NaN829.024.033.0MEDIUM77.0171.00.78998430913.028.0303118.01988
778PuranpurUttar PradeshM.B37233.0NaN886.028.035.0MEDIUM66.0195.00.37881232988.012.03104060.02478
779NelamangalaKarnatakaT.M.C37232.0NaN931.024.034.0MEDIUM78.0134.00.38226534663.019.0636502.02232
780LalganjBiharN.A.C37000.0NaN919.029.036.0LOW54.0168.00.28970934003.019.0923737.02663
781NakodarPunjabM.Cl36973.0NaN873.026.031.0LOW61.0171.00.26589032277.014.0242367.02268
782LunawadaGujaratM36954.0NaN846.023.028.0MEDIUM68.0103.00.03528031263.019.0284973.01944
783MurshidabadWest BengalM36947.0NaN945.023.036.0MEDIUM62.0136.00.05639434915.022.01489500.02172
784MahePuducherryM36828.0NaN1019.028.028.0HIGH98.0138.00.06675237528.027.0106153.02851
785LankaAssamM.B36805.0NaN900.024.06.0MEDIUM63.0145.00.62755633125.015.024720.02158
786RudauliUttar PradeshM.B36776.0NaN889.025.037.0HIGH51.0181.00.31338332694.030.03104060.02220